EP2269300A1 - Traction control method and apparatus for a vehicle with independent drives - Google Patents
Traction control method and apparatus for a vehicle with independent drivesInfo
- Publication number
- EP2269300A1 EP2269300A1 EP08745755A EP08745755A EP2269300A1 EP 2269300 A1 EP2269300 A1 EP 2269300A1 EP 08745755 A EP08745755 A EP 08745755A EP 08745755 A EP08745755 A EP 08745755A EP 2269300 A1 EP2269300 A1 EP 2269300A1
- Authority
- EP
- European Patent Office
- Prior art keywords
- wheels
- wheel
- slip
- axis
- controller
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Withdrawn
Links
Classifications
-
- B—PERFORMING OPERATIONS; TRANSPORTING
- B60—VEHICLES IN GENERAL
- B60L—PROPULSION OF ELECTRICALLY-PROPELLED VEHICLES; SUPPLYING ELECTRIC POWER FOR AUXILIARY EQUIPMENT OF ELECTRICALLY-PROPELLED VEHICLES; ELECTRODYNAMIC BRAKE SYSTEMS FOR VEHICLES IN GENERAL; MAGNETIC SUSPENSION OR LEVITATION FOR VEHICLES; MONITORING OPERATING VARIABLES OF ELECTRICALLY-PROPELLED VEHICLES; ELECTRIC SAFETY DEVICES FOR ELECTRICALLY-PROPELLED VEHICLES
- B60L15/00—Methods, circuits, or devices for controlling the traction-motor speed of electrically-propelled vehicles
- B60L15/20—Methods, circuits, or devices for controlling the traction-motor speed of electrically-propelled vehicles for control of the vehicle or its driving motor to achieve a desired performance, e.g. speed, torque, programmed variation of speed
-
- B—PERFORMING OPERATIONS; TRANSPORTING
- B60—VEHICLES IN GENERAL
- B60L—PROPULSION OF ELECTRICALLY-PROPELLED VEHICLES; SUPPLYING ELECTRIC POWER FOR AUXILIARY EQUIPMENT OF ELECTRICALLY-PROPELLED VEHICLES; ELECTRODYNAMIC BRAKE SYSTEMS FOR VEHICLES IN GENERAL; MAGNETIC SUSPENSION OR LEVITATION FOR VEHICLES; MONITORING OPERATING VARIABLES OF ELECTRICALLY-PROPELLED VEHICLES; ELECTRIC SAFETY DEVICES FOR ELECTRICALLY-PROPELLED VEHICLES
- B60L3/00—Electric devices on electrically-propelled vehicles for safety purposes; Monitoring operating variables, e.g. speed, deceleration or energy consumption
- B60L3/10—Indicating wheel slip ; Correction of wheel slip
- B60L3/104—Indicating wheel slip ; Correction of wheel slip by indirect measurement of vehicle speed
-
- B—PERFORMING OPERATIONS; TRANSPORTING
- B60—VEHICLES IN GENERAL
- B60T—VEHICLE BRAKE CONTROL SYSTEMS OR PARTS THEREOF; BRAKE CONTROL SYSTEMS OR PARTS THEREOF, IN GENERAL; ARRANGEMENT OF BRAKING ELEMENTS ON VEHICLES IN GENERAL; PORTABLE DEVICES FOR PREVENTING UNWANTED MOVEMENT OF VEHICLES; VEHICLE MODIFICATIONS TO FACILITATE COOLING OF BRAKES
- B60T8/00—Arrangements for adjusting wheel-braking force to meet varying vehicular or ground-surface conditions, e.g. limiting or varying distribution of braking force
- B60T8/17—Using electrical or electronic regulation means to control braking
- B60T8/175—Brake regulation specially adapted to prevent excessive wheel spin during vehicle acceleration, e.g. for traction control
-
- B—PERFORMING OPERATIONS; TRANSPORTING
- B60—VEHICLES IN GENERAL
- B60L—PROPULSION OF ELECTRICALLY-PROPELLED VEHICLES; SUPPLYING ELECTRIC POWER FOR AUXILIARY EQUIPMENT OF ELECTRICALLY-PROPELLED VEHICLES; ELECTRODYNAMIC BRAKE SYSTEMS FOR VEHICLES IN GENERAL; MAGNETIC SUSPENSION OR LEVITATION FOR VEHICLES; MONITORING OPERATING VARIABLES OF ELECTRICALLY-PROPELLED VEHICLES; ELECTRIC SAFETY DEVICES FOR ELECTRICALLY-PROPELLED VEHICLES
- B60L2200/00—Type of vehicles
- B60L2200/26—Rail vehicles
-
- Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
- Y02T—CLIMATE CHANGE MITIGATION TECHNOLOGIES RELATED TO TRANSPORTATION
- Y02T10/00—Road transport of goods or passengers
- Y02T10/60—Other road transportation technologies with climate change mitigation effect
- Y02T10/64—Electric machine technologies in electromobility
-
- Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
- Y02T—CLIMATE CHANGE MITIGATION TECHNOLOGIES RELATED TO TRANSPORTATION
- Y02T10/00—Road transport of goods or passengers
- Y02T10/60—Other road transportation technologies with climate change mitigation effect
- Y02T10/72—Electric energy management in electromobility
Definitions
- the present invention relates to work machines, and, more particularly, to a method and apparatus for controlling traction of a vehicle with independent drives connected to the wheels.
- the power train in a conventional four-wheel drive loader includes a prime mover, and a device to mechanically couple the prime mover with the various wheels.
- Conventional power train configurations control excessive wheel spin by mechanically constraining the wheels, either laterally or transversely, or both. This is accomplished by forcing the rotation of the wheels by locking a differential, braking the spinning wheel (U.S. Patent No. 6,631 ,320) or by slipping a clutch between the slipping wheel and the differential (U.S. Patent No. 5,265,705). Under some circumstances wheels are allowed to rotate at different speeds, for instance, while the vehicle is turning or if the tires are of different radii.
- the disadvantage of the differential lock approach to traction control is that it cannot both reduce excess wheel spin and allow the wheels to rotate at different speeds.
- a disadvantage of using a brake to reduce wheel spin is that this reduces efficiency and causes extra wear on the brakes and requires independently applied brake systems.
- the disadvantage of using the clutch to reduce the torque to the slipping wheel is that it requires an additional initial and maintenance cost of the clutch and that the clutch wears as it slips.
- LeTourneau has a loader with independent electrically driven wheels, and employs a traction control system that compares each wheel speed against the slowest wheel speed, or against the average wheel speed (U.S. Patent Application Publication No. 20070193794).
- traction is controlled using brakes and/or engine torque reduction methods (U.S. Patent No. 5,025,882).
- the traction control effort can be a function of the difference between a wheel speed and a reference speed, the rate change of slip (U.S. Patent No. 5,025,882), and even an estimation of the roads friction characteristics (U.S. Patent No. 5,504,680).
- Model based methods use predetermined estimates of unmeasured model parameters, such as tire radius and vehicle weight. Algorithms may be employed to adjust predetermined parameters that are timed, to account for changes in tire wear or payload. Unlike an automobile, a loaders tire diameter and payload change significantly and dynamically during the course of operation making parameter estimation very difficult.
- the present invention provides a method and apparatus for controlling traction in vehicles with independent driven wheels.
- the invention in one form thereof, is directed to a loader vehicle including a frame system, a plurality of wheels, a plurality of drive units and a controller.
- the plurality of wheels are subject to rapidly changing loads and are associated with the frame system.
- the plurality of drive units are each associated with a corresponding one of the plurality of wheels.
- the controller is configured to compute a slip error for one of the plurality of wheels dependent on an integral term derived from a wheel speed of at least one other of the plurality of wheels.
- the controller computes a slip target value for the one wheel.
- the controller further uses the slip error and the slip target value to arrive at a command that is applied to the drive unit corresponding to the one wheel.
- the invention in yet another form thereof, is directed to a method of applying torque to ground engaging wheels of a loader vehicle including the steps of computing a slip error, computing a slip target value and applying a torque.
- the computing a slip error step computes the slip error for at least one of the wheels using speed information of at least two other wheels.
- the computing a slip target value step computes a slip target value dependent upon an articulation angle and wheel speeds.
- the applying a torque step includes applying a torque to a wheel dependent upon the slip error and the slip target value associated with each wheel.
- FIG. 1 is a side view of an exemplary work machine in accordance with an embodiment of the present invention.
- FIGs 2, 3 and 4 are flow charts depicting a method for controlling traction of the loader depicted in Fig. 1 ;
- Fig. 5 is a graph utilized to help describe the present invention utilized in Figs. 1 -4;
- Fig. 6 is a schematicized control circuit illustrating functions of the present invention.
- FIG. 7 is a schematical representation of a drive system utilized in the loader and method of Figs. 1 -6;
- Fig. 8 is a schematical representation of an articulated vehicle, such as the loader of Fig. 1.
- Work machine 10 may be used for performing, for example, agricultural, industrial, construction, forestry work and/or mining operations, and may be an articulated wheel driven loader 10.
- Work machine 10 is a payload carrying vehicle that generally carries the payload in a manner that is exposed to the elements and is a load that can vary rapidly and/or be distributed in the load carrying portion in an uneven, unpredictable manner.
- a loader vehicle shall include vehicles that have at least two drive units including a loader, a skid steer loader, a backhoe, a fork lift, a dump truck, a log skidder, a feller buncher, a log harvester, a log forwarder, and a vehicle that has an apparatus that can pick up a load from the ground.
- Loader 10 includes a cab 12 in which the operator is housed along with controls for the control of the functions of loader 10.
- Loader 10 includes a front section, illustrated as a loader section 14 and a rear section, illustrated as a power section 16.
- Loader section 14 and power section 16 are connected at an articulation point and move relative to each other about this point by way of an articulation section 18.
- Loader 10 includes wheels 20, 22, 24 and 26, each driven by a separate drive mechanism, such as motors 32.
- Drive system 28 includes a controller 30 that is connected with motors 32, and sensors 34.
- Motors 32 may be electrically driven drive units each being associated with an individual wheel 20, 22, 24 and 26.
- Sensors 34 detect, among other things, the rotational speed of each of wheels 20, 22, 24 and 26.
- Wheel 20 rotates about an axis 36
- wheel 22 rotates about an axis 38
- wheel 24 rotates about an axis 40
- wheel 26 rotates about an axis 42.
- Axis 38 and 40 may be coaxial and in a like manner axis 36 and 42 may be coaxial.
- An angle 44 may be described as existing between the coaxial axis as illustrated in Fig. 8.
- Center line 46 of loader section 14 and center line 48 of power section 16 form an angle 50 known as the articulation angle between section 14 and 16, which corresponds to angle 44.
- power section 16 includes an engine that may be electrically or hydraulically coupled to drive units in each of wheels 20, 22, 24 and 26.
- the drive units may be of any type, for the ease of explanation the drive units will be considered electrically driven motors that are independently driven at a commanded torque with the command being issued from controller 30.
- the present invention affords the opportunity to provide a traction control system that both prevents excessive wheel slip and allows kinematically optimal wheel speed differences, without excessive energy loss, by directly adjusting the torque applied to each wheel responsive to the perceived wheel slip.
- wheel speeds w as well as the articulation angle (art) are sensed by sensors 34 and communicated to controller 30 at step 102.
- step 104 the articulation angle is used to calculate the wheel speed that is adjusted for the articulation angle that is commanded by the operator.
- a function of the articulation angle is multiplied by the measured wheel speed is used to compute the wheel speed that is adjusted for the steering angle (w art).
- a torque command (cmd in) is received from the operator and if the torque command is not greater than or equal to zero at step 108, method 100 proceeds to step 110 in which case the wheel speed reference (w ref) is set equal to the maximum value of the wheel speed articulation values. If the commanded torque is greater than or equal to zero then method 100 proceeds to step 112 in which the wheel speed reference is set equal to the minimum value of the wheel articulation speeds. These steps estimate the vehicle speed, which is now referred to as w ref.
- slip targets are calculated in the form of slipTargetKI and slipTargetKP. These are calculated as a function of w ref.
- the slipTarget values are limited according to a predetermined minimum and maximum value as illustrated in Fig. 5.
- method 100 proceeds to calculate gains for each of the wheels by way of methods 200, 300, 400 and 500 since methods 300, 400 and 500 are substantially similar to method 200 only method 200 is illustrated herein.
- the left front wheel gain is calculated in method 200 as illustrated in Fig. 3.
- the slip error (er) is equal to the command direction (cmdDir) (which is equal to signum (cmd in)) times the speed of the left front wheel minus the average speed of the left rear right rear wheels, as illustrated in step 202.
- the error er is compared to the slipTargetKI.
- step 210 If the negative error is greater than or equal to the slipTargetKI then the method proceeds to step 210, if this statement is false then method 200 proceeds to step 208.
- the positive error is also compared to the slipTargetKI and if greater than or equal to the slipTargetKI then method 200 proceeds to step 214 otherwise it proceeds to step 212.
- steps 208, 210, 212 and 214 selectively error one (er1 ) and error two (er2) are calculated.
- effortl is calculated using the slipTargetKI as the reference in applying one of two gains, depending upon the magnitude of the error, such that the increase of effort is governed by one gain, while the reduction of effort is governed by a second gain.
- the slipTargetKP is applied as a deadband to the error er and then the effortP is set equal to error er times KP.
- This calculation of the proportional effort (effortP) is a function of the portion of error er greater than the slipTargetKP (if er > 0) or is a function of the portion of er ⁇ -slipTargetKP (if er ⁇ 0).
- the effort is calculated as the sum of effortl + effortP.
- the positive gain to be associated with the left front wheel is equal to one minus the effort and the negative gain is equal to the quantity one plus effort divided by the torque shift gain, where the torque shift gain is a predetermined value that governs the torque reallocation in the system.
- step 222 The limits are applied at step 222 to the positive gainLF and negative gainLF by limiting them to predetermined minimum and maximum values.
- step 224 the left front wheel gains are applied. This sequence, as illustrated in method 200 with appropriate references to other wheel speeds is repeated in methods 300, 400 and 500 for the other wheels.
- the gains for each of the wheels is calculated in step 1 16 (see Fig. 4) as the product of the positive gain for that wheel times the negative gain of the wheel on an opposite axel and times the negative gain of the other wheel on the opposite axel.
- the gains are filtered at step 1 18 using a variable corner first-order low-pass filter, where the pole has a lower limit, and the pole location of the filter is a function of the rate of change of the input.
- the commands are calculated that are to be applied to each of the motors for each of the wheels by multiplying the command input times the gain for each of the respective wheels to result in the command to be issued to each of the drive units associated with the wheels.
- the behavior of the method of the present invention can be adjusted by changing the values of the various parameters.
- the size and lower limits of the slip targets govern the amount of slip allowed, especially at low speeds.
- the relative magnitude of the two integral gains and the integral slipTarget determines how quickly tractive effort is reapplied once a slip has occurred.
- the variable corner filter parameters govern how quickly the tractive effort itself is applied.
- the selection of limits and gains for the positive and negative gains associated with each calculation determines whether and to what degree the algorithm will reallocate tractive effort to non-slipping wheels in an effort to maintain overall tractive effort.
- An advantage of the algorithm of the present invention is that it does not require an additional manner of estimating a reference speed, and it does not make the assumption that the vehicle mass or the wheel radii are slow to change, which is common in the prior art.
- the advantage of this method over a slowest wheel or average wheel speed method is that it gives an estimation of which wheels could apply increased tractive effort without excessive slip.
- slipTargetKI negGainLF multiplier used to increase magnitude of torque command to other wheels, if left front wheel is slipping posGainLF multiplier used to reduce magnitude of torque command to left front wheel, if it is slipping reference wheel speed speed calculated from one or more wheel speeds used to determine degree of wheel slip slipTargetKI reference speed difference, used in integral control calculation slipTargetKP reference speed difference, used in proportional control calculation w collectively, wheel speeds as measured w art collectively, wheel speeds adjusted for steering angle; equivalent center-line speeds, or equivalent strait-travel speeds w LF left front wheel center-line (steering adjusted) speed w LR left rear wheel center-line speed w ref reference wheel speed calculated from one or more wheel speeds, used to determine wheel slip w RF right front wheel center-line speed w RR right rear wheel center-line speed
Landscapes
- Engineering & Computer Science (AREA)
- Transportation (AREA)
- Mechanical Engineering (AREA)
- Power Engineering (AREA)
- Life Sciences & Earth Sciences (AREA)
- Sustainable Development (AREA)
- Sustainable Energy (AREA)
- Chemical & Material Sciences (AREA)
- Combustion & Propulsion (AREA)
- Arrangement And Driving Of Transmission Devices (AREA)
- Operation Control Of Excavators (AREA)
- Electric Propulsion And Braking For Vehicles (AREA)
Abstract
Description
Claims
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
PCT/US2008/060221 WO2009128815A1 (en) | 2008-04-14 | 2008-04-14 | Traction control method and apparatus for a vehicle with independent drives |
Publications (2)
Publication Number | Publication Date |
---|---|
EP2269300A1 true EP2269300A1 (en) | 2011-01-05 |
EP2269300A4 EP2269300A4 (en) | 2014-02-19 |
Family
ID=41199358
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
EP08745755.2A Withdrawn EP2269300A4 (en) | 2008-04-14 | 2008-04-14 | Traction control method and apparatus for a vehicle with independent drives |
Country Status (6)
Country | Link |
---|---|
US (1) | US8527124B2 (en) |
EP (1) | EP2269300A4 (en) |
JP (1) | JP5492186B2 (en) |
CN (1) | CN101999206B (en) |
CA (1) | CA2720840A1 (en) |
WO (1) | WO2009128815A1 (en) |
Families Citing this family (21)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
DE102007030168A1 (en) * | 2007-06-27 | 2009-01-08 | Claas Selbstfahrende Erntemaschinen Gmbh | Electronic control for the drive unit of a vehicle |
US9145127B2 (en) | 2008-12-26 | 2015-09-29 | Komatsu Ltd. | Traction control device |
CN102171083B (en) * | 2008-12-26 | 2013-12-25 | 株式会社小松制作所 | Traction control device |
JP5156693B2 (en) * | 2009-06-17 | 2013-03-06 | 日立建機株式会社 | Industrial vehicle engine speed control device |
US8527165B2 (en) | 2011-07-15 | 2013-09-03 | Caterpillar Inc. | Dual powertrain machine speed limiting |
EP2705972A1 (en) * | 2012-09-10 | 2014-03-12 | Sandvik Mining and Construction Oy | Mining vehicle |
US9056624B2 (en) * | 2012-11-14 | 2015-06-16 | Deere & Company | Front wheel drive control |
CN103407381B (en) * | 2013-08-28 | 2015-12-23 | 吉林大学 | Distributed electrical drives hinged MPV (Multi-Purpose Vehicle) |
US9969283B2 (en) | 2013-09-10 | 2018-05-15 | General Electric Company | Battery changing system and method |
US9956874B2 (en) * | 2014-03-03 | 2018-05-01 | Deere & Company | Traction control method and apparatus for a work vehicle with independent drives |
US9523180B2 (en) * | 2014-04-28 | 2016-12-20 | Deere & Company | Semi-automatic material loading |
DE102014108491B3 (en) * | 2014-06-17 | 2015-04-23 | Zf Lenksysteme Gmbh | Method for controlling a bending angle of a vehicle combination |
CN105172617B (en) * | 2015-09-07 | 2017-12-22 | 吉林大学 | Front-rear axle independently drives loading machine structure and torque dynamic allocation method |
US10538421B2 (en) * | 2017-05-05 | 2020-01-21 | Atlantic Corporation | Systems, devices, and methods for inventory management of carpet rolls in a warehouse |
KR102473513B1 (en) * | 2017-12-07 | 2022-12-02 | 현대두산인프라코어(주) | Control device and method for wheel slip of construction machinery |
JP7154814B2 (en) * | 2018-04-26 | 2022-10-18 | 株式会社小松製作所 | Working machine and its control method |
US11021032B2 (en) | 2019-04-23 | 2021-06-01 | Deere & Company | Bogie balancing system and method for a work machine |
JP2022035236A (en) * | 2020-08-20 | 2022-03-04 | 株式会社Subaru | Control device |
CN112455447B (en) * | 2021-01-28 | 2021-05-14 | 天津所托瑞安汽车科技有限公司 | Vehicle antiskid control method and device, electronic equipment and medium |
US12005912B2 (en) | 2021-03-09 | 2024-06-11 | Deere & Company | System and method for selective derating of self-propelled work vehicle parameters based on operating modes |
DE102021131676A1 (en) | 2021-12-01 | 2023-06-01 | Jungheinrich Aktiengesellschaft | Industrial truck for driving on an underground |
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WO1993007037A1 (en) * | 1991-10-04 | 1993-04-15 | Caterpillar Inc. | Method and apparatus for controlling differentially driven wheel slip for an articulated vehicle |
US20050038588A1 (en) * | 2003-08-14 | 2005-02-17 | Deepak Shukla | Vehicle driving force control method |
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JPH01112164A (en) | 1987-10-26 | 1989-04-28 | Fuji Heavy Ind Ltd | Slip detecting device |
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-
2008
- 2008-04-14 CA CA2720840A patent/CA2720840A1/en not_active Abandoned
- 2008-04-14 EP EP08745755.2A patent/EP2269300A4/en not_active Withdrawn
- 2008-04-14 US US12/937,839 patent/US8527124B2/en active Active
- 2008-04-14 WO PCT/US2008/060221 patent/WO2009128815A1/en active Application Filing
- 2008-04-14 JP JP2011503959A patent/JP5492186B2/en not_active Expired - Fee Related
- 2008-04-14 CN CN200880128591.3A patent/CN101999206B/en active Active
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WO1993007037A1 (en) * | 1991-10-04 | 1993-04-15 | Caterpillar Inc. | Method and apparatus for controlling differentially driven wheel slip for an articulated vehicle |
US20050038588A1 (en) * | 2003-08-14 | 2005-02-17 | Deepak Shukla | Vehicle driving force control method |
Non-Patent Citations (1)
Title |
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See also references of WO2009128815A1 * |
Also Published As
Publication number | Publication date |
---|---|
EP2269300A4 (en) | 2014-02-19 |
US8527124B2 (en) | 2013-09-03 |
US20110040460A1 (en) | 2011-02-17 |
JP2011521607A (en) | 2011-07-21 |
JP5492186B2 (en) | 2014-05-14 |
CN101999206A (en) | 2011-03-30 |
CN101999206B (en) | 2014-05-14 |
CA2720840A1 (en) | 2009-10-22 |
WO2009128815A1 (en) | 2009-10-22 |
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